Classification des articles du monde en fonction de leur contenu
Charles Vitry
Clovis Deletre
Fichiers de données et de test fournis
Import de la base de données & du jeu test
On utilise l’encodage UTF-8 car le monde est un journal français utilisant des caractères spéciaux.
data <-
read.csv("le_monde.csv", encoding="UTF-8", sep=";", comment.char="#")
test <-
read.csv("lignes_jeux_tests.csv")transformation des données
Pour l’exercice l’élément positif est le fait d’être un article de type économie
Suppression des deux collones non utiles à la modélisation
data$date <- NULL
data$title <- NULLSupprimer les lignes avec des valeurs manquantes (normalement aucune supprimmé)
## integer(0)on applique les bons types de variables
data$category <- as.factor(data$category)
data$content <- as.character(data$content)
str(data)## 'data.frame': 10000 obs. of 2 variables:
## $ category: Factor w/ 6 levels "culture","economie",..: 6 5 5 2 5 5 5 5 1 5 ...
## $ content : chr " / L’international français Jérémy Ménez va rejoindre le club de Bordeaux en Ligue 1, en provenance du Milan A"| __truncated__ " / Le cousin d’un des assassins du Père Jacques Hamel à Saint-Etienne-du-Rouvray, identifié comme étant Farid "| __truncated__ " / Si le premier ministre Manuel Valls constate que « l’islam a trouvé sa place dans la République », « face à"| __truncated__ " / Les épargnants français sont choyés. Lundi 1er août, le taux de rémunération du Livret A aurait théoriqueme"| __truncated__ ...On retire les accents
Encoding(data$content)## [1] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [15] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [22] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [29] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [36] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [43] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [50] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [57] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [64] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [71] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [78] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [85] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [92] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [99] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [106] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [113] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [120] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [127] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [134] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [141] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [148] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [155] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [162] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [169] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [176] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [183] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [190] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [197] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [204] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [211] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [218] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [225] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [232] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [239] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [246] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [253] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [260] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [267] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [274] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [281] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [288] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [295] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [302] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [309] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [316] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [323] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [330] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "unknown" "UTF-8"
## [337] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [344] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [351] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [358] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [365] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [372] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [379] "UTF-8" "unknown" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [386] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [393] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [400] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [407] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [414] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [421] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [428] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [435] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [442] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [449] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [456] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [463] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [470] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [477] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [484] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [491] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [498] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [505] "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [512] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [519] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [526] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [533] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [540] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [547] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [554] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [561] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [568] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [575] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "unknown"
## [582] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [589] "unknown" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [596] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [603] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [610] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [617] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [624] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [631] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [638] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [645] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [652] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [659] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [666] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [673] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [680] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [687] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [694] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [701] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [708] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [715] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [722] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [729] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [736] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [743] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [750] "unknown" "unknown" "unknown" "unknown" "UTF-8" "UTF-8" "unknown"
## [757] "unknown" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [764] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [771] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [778] "unknown" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [785] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [792] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [799] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [806] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [813] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [820] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [827] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [834] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [841] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [848] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [855] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [862] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [869] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [876] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [883] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [890] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [897] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [904] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [911] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [918] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [925] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [932] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [939] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "unknown"
## [946] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [953] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [960] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [967] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [974] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [981] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [988] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [995] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1002] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1009] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1016] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1023] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1030] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1037] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1044] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [1051] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1058] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1065] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1072] "unknown" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [1079] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1086] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [1093] "unknown" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [1100] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1107] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1114] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1121] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1128] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1135] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1142] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1149] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1156] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1163] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1170] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1177] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1184] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1191] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1198] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1205] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1212] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1219] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1226] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1233] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1240] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1247] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1254] "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [1261] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1268] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1275] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1282] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1289] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1296] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1303] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1310] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1317] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1324] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1331] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1338] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1345] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1352] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1359] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1366] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1373] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1380] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [1387] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1394] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1401] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1408] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1415] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1422] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1429] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1436] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1443] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [1450] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1457] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1464] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1471] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1478] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1485] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1492] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1499] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1506] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "unknown"
## [1513] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1520] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1527] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [1534] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1541] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1548] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1555] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1562] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1569] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1576] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1583] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1590] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1597] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1604] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1611] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1618] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1625] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1632] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1639] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1646] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1653] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1660] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1667] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1674] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1681] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1688] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1695] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1702] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1709] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1716] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1723] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1730] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown"
## [1737] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1744] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [1751] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1758] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1765] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1772] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1779] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1786] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1793] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1800] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1807] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1814] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1821] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1828] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1835] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1842] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1849] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1856] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1863] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1870] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1877] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1884] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1891] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1898] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1905] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1912] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1919] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1926] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [1933] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1940] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1947] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1954] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1961] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [1968] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1975] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1982] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [1989] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [1996] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2003] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [2010] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2017] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2024] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2031] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2038] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2045] "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2052] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2059] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2066] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2073] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2080] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2087] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2094] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2101] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2108] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2115] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2122] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2129] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2136] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2143] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2150] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2157] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2164] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2171] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2178] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2185] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2192] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2199] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2206] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2213] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2220] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2227] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2234] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2241] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [2248] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2255] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2262] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2269] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2276] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2283] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2290] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [2297] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2304] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2311] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2318] "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2325] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2332] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2339] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2346] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2353] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2360] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2367] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2374] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2381] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2388] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2395] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2402] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2409] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2416] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2423] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2430] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2437] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2444] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2451] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2458] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [2465] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2472] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2479] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2486] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2493] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2500] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2507] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2514] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2521] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2528] "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [2535] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2542] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2549] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2556] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2563] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2570] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2577] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2584] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2591] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2598] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2605] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2612] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [2619] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2626] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2633] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2640] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [2647] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2654] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2661] "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2668] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2675] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2682] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2689] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2696] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2703] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2710] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2717] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2724] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2731] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2738] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2745] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [2752] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2759] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2766] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2773] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2780] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2787] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2794] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2801] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2808] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2815] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2822] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2829] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2836] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [2843] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2850] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2857] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2864] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2871] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [2878] "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2885] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2892] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2899] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2906] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2913] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2920] "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [2927] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2934] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2941] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2948] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2955] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [2962] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2969] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2976] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2983] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2990] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [2997] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3004] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3011] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3018] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3025] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [3032] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3039] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3046] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3053] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [3060] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3067] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3074] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3081] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [3088] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3095] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3102] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3109] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3116] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3123] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3130] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3137] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3144] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3151] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3158] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3165] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3172] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3179] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3186] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3193] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [3200] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3207] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3214] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3221] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [3228] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [3235] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [3242] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3249] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3256] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3263] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3270] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3277] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3284] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3291] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [3298] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3305] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3312] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3319] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [3326] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3333] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3340] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [3347] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [3354] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3361] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3368] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3375] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3382] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3389] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3396] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3403] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [3410] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3417] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3424] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3431] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3438] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3445] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3452] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3459] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3466] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3473] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3480] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3487] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3494] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3501] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [3508] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3515] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3522] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3529] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3536] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3543] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3550] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3557] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3564] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3571] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3578] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [3585] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3592] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3599] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3606] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3613] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3620] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3627] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3634] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3641] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3648] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3655] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3662] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3669] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3676] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3683] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3690] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3697] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3704] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3711] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3718] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3725] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3732] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3739] "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "unknown" "UTF-8"
## [3746] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3753] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3760] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3767] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3774] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [3781] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [3788] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3795] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3802] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3809] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3816] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3823] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3830] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [3837] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3844] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [3851] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3858] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3865] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3872] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3879] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3886] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3893] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3900] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown"
## [3907] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3914] "unknown" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3921] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3928] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3935] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3942] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [3949] "unknown" "unknown" "unknown" "unknown" "unknown" "unknown" "UTF-8"
## [3956] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3963] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [3970] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3977] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3984] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [3991] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [3998] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4005] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4012] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4019] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [4026] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4033] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [4040] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4047] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "unknown"
## [4054] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4061] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4068] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4075] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [4082] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4089] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4096] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4103] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4110] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4117] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [4124] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [4131] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4138] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4145] "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4152] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4159] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4166] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4173] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4180] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4187] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4194] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4201] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4208] "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [4215] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4222] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4229] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4236] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4243] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4250] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4257] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4264] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4271] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4278] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4285] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [4292] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4299] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4306] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4313] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [4320] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4327] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4334] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4341] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4348] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4355] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4362] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [4369] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4376] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4383] "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4390] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4397] "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [4404] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [4411] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4418] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4425] "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4432] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "unknown" "UTF-8"
## [4439] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4446] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4453] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4460] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [4467] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4474] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4481] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4488] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [4495] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4502] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4509] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4516] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4523] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4530] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4537] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [4544] "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "unknown" "UTF-8"
## [4551] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4558] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4565] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4572] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4579] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4586] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4593] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4600] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4607] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4614] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4621] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4628] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4635] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4642] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4649] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4656] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4663] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4670] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4677] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4684] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4691] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4698] "UTF-8" "unknown" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [4705] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4712] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4719] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4726] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4733] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4740] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4747] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4754] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4761] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4768] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4775] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4782] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4789] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4796] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4803] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4810] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4817] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4824] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4831] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4838] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4845] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [4852] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4859] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [4866] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4873] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4880] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4887] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4894] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [4901] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4908] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4915] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [4922] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4929] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [4936] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4943] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4950] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4957] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [4964] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4971] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4978] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4985] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4992] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [4999] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5006] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5013] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5020] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5027] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5034] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5041] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5048] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5055] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [5062] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5069] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5076] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5083] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5090] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5097] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5104] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5111] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5118] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [5125] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5132] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [5139] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5146] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5153] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5160] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5167] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5174] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5181] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5188] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5195] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [5202] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5209] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown"
## [5216] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5223] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5230] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5237] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5244] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5251] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5258] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5265] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5272] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5279] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5286] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5293] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5300] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5307] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5314] "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5321] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5328] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5335] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5342] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5349] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5356] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [5363] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5370] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5377] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5384] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5391] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5398] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5405] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5412] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5419] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5426] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5433] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [5440] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5447] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5454] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5461] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5468] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5475] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5482] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5489] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5496] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5503] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5510] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5517] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5524] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5531] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5538] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5545] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5552] "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [5559] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5566] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5573] "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8"
## [5580] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5587] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5594] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5601] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5608] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5615] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5622] "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "unknown"
## [5629] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5636] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5643] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5650] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5657] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5664] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5671] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5678] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5685] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5692] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [5699] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5706] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5713] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5720] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5727] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5734] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5741] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5748] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5755] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [5762] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5769] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5776] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5783] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [5790] "unknown" "unknown" "unknown" "unknown" "unknown" "unknown" "unknown"
## [5797] "unknown" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5804] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5811] "UTF-8" "UTF-8" "unknown" "unknown" "unknown" "UTF-8" "UTF-8"
## [5818] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5825] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5832] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5839] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5846] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5853] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5860] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5867] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5874] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [5881] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5888] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5895] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5902] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5909] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5916] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5923] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5930] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5937] "unknown" "unknown" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [5944] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5951] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5958] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5965] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5972] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5979] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [5986] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [5993] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6000] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6007] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6014] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6021] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6028] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [6035] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6042] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6049] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6056] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6063] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6070] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6077] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6084] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6091] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [6098] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6105] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6112] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6119] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6126] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6133] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6140] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [6147] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6154] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [6161] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6168] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6175] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6182] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6189] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [6196] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6203] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [6210] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6217] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6224] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6231] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6238] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6245] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6252] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6259] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6266] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6273] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6280] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6287] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6294] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6301] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6308] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6315] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6322] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6329] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6336] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6343] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6350] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [6357] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6364] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6371] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6378] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6385] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6392] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6399] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6406] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6413] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6420] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6427] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6434] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [6441] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [6448] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6455] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6462] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "unknown"
## [6469] "unknown" "unknown" "unknown" "unknown" "unknown" "unknown" "unknown"
## [6476] "unknown" "unknown" "unknown" "unknown" "unknown" "unknown" "unknown"
## [6483] "unknown" "UTF-8" "unknown" "unknown" "unknown" "unknown" "unknown"
## [6490] "unknown" "unknown" "unknown" "unknown" "unknown" "unknown" "unknown"
## [6497] "unknown" "UTF-8" "unknown" "unknown" "unknown" "unknown" "unknown"
## [6504] "unknown" "unknown" "unknown" "unknown" "UTF-8" "unknown" "UTF-8"
## [6511] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6518] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown"
## [6525] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6532] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6539] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6546] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6553] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6560] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6567] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6574] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6581] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6588] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [6595] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6602] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6609] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6616] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6623] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6630] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6637] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [6644] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6651] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6658] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6665] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6672] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6679] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6686] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6693] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6700] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6707] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6714] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6721] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6728] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6735] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6742] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6749] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6756] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6763] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6770] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6777] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [6784] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [6791] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6798] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [6805] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6812] "unknown" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6819] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6826] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [6833] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6840] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [6847] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6854] "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6861] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [6868] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [6875] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6882] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6889] "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [6896] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6903] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6910] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6917] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6924] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6931] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6938] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6945] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [6952] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6959] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6966] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [6973] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6980] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6987] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [6994] "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7001] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7008] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7015] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7022] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7029] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [7036] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7043] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7050] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7057] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7064] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7071] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7078] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7085] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7092] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7099] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7106] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7113] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7120] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7127] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [7134] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7141] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7148] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7155] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7162] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7169] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7176] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [7183] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [7190] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7197] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7204] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [7211] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7218] "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7225] "UTF-8" "unknown" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [7232] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7239] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7246] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7253] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7260] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7267] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7274] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7281] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7288] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7295] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7302] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7309] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [7316] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7323] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7330] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7337] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7344] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown"
## [7351] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7358] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7365] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7372] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7379] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7386] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7393] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7400] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7407] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7414] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7421] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [7428] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7435] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7442] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7449] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7456] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7463] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7470] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7477] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7484] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7491] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7498] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7505] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7512] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7519] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [7526] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7533] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7540] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7547] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "unknown"
## [7554] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7561] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7568] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7575] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7582] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7589] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7596] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7603] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7610] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [7617] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7624] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7631] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7638] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7645] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7652] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7659] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7666] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7673] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7680] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7687] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7694] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7701] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7708] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7715] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7722] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7729] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7736] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7743] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7750] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7757] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [7764] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7771] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7778] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7785] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7792] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7799] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7806] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7813] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7820] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7827] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [7834] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [7841] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7848] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7855] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7862] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7869] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7876] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7883] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7890] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7897] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7904] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7911] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7918] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7925] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7932] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7939] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7946] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7953] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7960] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7967] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7974] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7981] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [7988] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [7995] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8002] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8009] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8016] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8023] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8030] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8037] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8044] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8051] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8058] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8065] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8072] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8079] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8086] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8093] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8100] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8107] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8114] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8121] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8128] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8135] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [8142] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8149] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8156] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8163] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "unknown"
## [8170] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8177] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8184] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8191] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8198] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8205] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8212] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8219] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8226] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8233] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8240] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8247] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8254] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8261] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8268] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8275] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8282] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8289] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8296] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8303] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8310] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8317] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8324] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8331] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8338] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8345] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8352] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8359] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [8366] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8373] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8380] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8387] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8394] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8401] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8408] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8415] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [8422] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [8429] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8436] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8443] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8450] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8457] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8464] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8471] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8478] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8485] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8492] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8499] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8506] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8513] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [8520] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8527] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8534] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8541] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [8548] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8555] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8562] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8569] "UTF-8" "unknown" "unknown" "unknown" "UTF-8" "unknown" "UTF-8"
## [8576] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8583] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8590] "unknown" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8597] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8604] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8611] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8618] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8625] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8632] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8639] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8646] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8653] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8660] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8667] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8674] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8681] "UTF-8" "UTF-8" "unknown" "unknown" "unknown" "unknown" "UTF-8"
## [8688] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8695] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8702] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8709] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8716] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8723] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8730] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8737] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8744] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown"
## [8751] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8758] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8765] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8772] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8779] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8786] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8793] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8800] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8807] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8814] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8821] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8828] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8835] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8842] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8849] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [8856] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8863] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8870] "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8" "unknown" "UTF-8"
## [8877] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8884] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [8891] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8898] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8905] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8912] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8919] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8926] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8933] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8940] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [8947] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8954] "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [8961] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8968] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8975] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [8982] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [8989] "unknown" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [8996] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8"
## [9003] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown"
## [9010] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9017] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9024] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9031] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9038] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9045] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9052] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9059] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9066] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9073] "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9080] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9087] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9094] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9101] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9108] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9115] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9122] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9129] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9136] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9143] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9150] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9157] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9164] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9171] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9178] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9185] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9192] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9199] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9206] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9213] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9220] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9227] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9234] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9241] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9248] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9255] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "unknown"
## [9262] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9269] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [9276] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9283] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "unknown" "unknown"
## [9290] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9297] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9304] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9311] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9318] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9325] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9332] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9339] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [9346] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9353] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9360] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9367] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [9374] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9381] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9388] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9395] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9402] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [9409] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9416] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [9423] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9430] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9437] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9444] "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9451] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9458] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9465] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9472] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9479] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9486] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9493] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9500] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9507] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9514] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9521] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown"
## [9528] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [9535] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9542] "UTF-8" "unknown" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9549] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9556] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9563] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9570] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9577] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9584] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9591] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [9598] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9605] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9612] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9619] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9626] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [9633] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9640] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9647] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9654] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9661] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9668] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9675] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9682] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9689] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9696] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9703] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9710] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9717] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9724] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9731] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9738] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9745] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9752] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9759] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9766] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9773] "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8"
## [9780] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9787] "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9794] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9801] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9808] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [9815] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9822] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9829] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9836] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown" "UTF-8"
## [9843] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9850] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9857] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9864] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9871] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9878] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [9885] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [9892] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9899] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9906] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9913] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9920] "UTF-8" "unknown" "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9927] "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "unknown" "UTF-8"
## [9934] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9941] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9948] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9955] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9962] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9969] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown"
## [9976] "unknown" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "unknown" "unknown"
## [9983] "UTF-8" "unknown" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"
## [9990] "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8" "UTF-8"
## [9997] "UTF-8" "UTF-8" "unknown" "UTF-8"data$content <- iconv(data$content,from="UTF-8",to="ASCII//TRANSLIT")On a besoin d’un objet de type corpus, on prend là ou sont les données, ici la collone V6. On affiche la première ligne
contenu <- Corpus(VectorSource(data$content))
contenu[1]$content## [1] " / L'international francais Jeremy Menez va rejoindre le club de Bordeaux en Ligue 1, en provenance du Milan AC, sous reserve de la traditionnelle visite medicale, a annonce le club aquitain dimanche. / Menez est la troisieme recrue des Girondins apres le milieu de Monaco, Jeremy Toulalan, et l'attaquant guineen de Bastia, Francois Kamano. Bordeaux sort d'une pale saison et repart avec des ambitions nouvelles et l'entraineur Jocelyn Gourvennec, qui jouit d'une grosse cote grace a ses six saisons convaincantes a Guingamp. Age de 29 ans, Menez, qui compte 24 selections (2 buts) chez les Bleus -la derniere en 2013-, evoluait depuis deux ans au Milan AC, ou il lui restait un an de contrat, mais sa derniere saison a ete perturbee par des blessures. Forme a Sochaux, Menez fait partie de la fameuse generation 1987 championne d'Europe des U17 en 2004. Alors considere comme un des plus grands espoirs du foot francais, il avait par la suite rejoint Monaco de 2006 a 2008, puis la Roma pendant quatre saisons avant de revenir en France, au Paris-Saint-Germain en 2012. Son aventure parisienne, avec deux titres de champion a la cle, avait pris fin deux ans plus tard pour un retour en Italie, au Milan AC. Au sein de l'equipe lombarde il a realise sa meilleure saison (16 buts inscrits) en 2014-2015, avant d'etre perturbe par des blessures au dos la saison derniere qui l'ont prive de sept mois de competition, d'aout a janvier, pour ne disputer que 10 matchs (2 buts)."On supprime les caracteres qui ne sont pas des lettres,
contenu <- tm_map(contenu, content_transformer(gsub), pattern = "[^a-zA-Z]", replacement = " ")## Warning in tm_map.SimpleCorpus(contenu, content_transformer(gsub), pattern =
## "[^a-zA-Z]", : transformation drops documentscontenu[1]$content## [1] " L international francais Jeremy Menez va rejoindre le club de Bordeaux en Ligue en provenance du Milan AC sous reserve de la traditionnelle visite medicale a annonce le club aquitain dimanche Menez est la troisieme recrue des Girondins apres le milieu de Monaco Jeremy Toulalan et l attaquant guineen de Bastia Francois Kamano Bordeaux sort d une pale saison et repart avec des ambitions nouvelles et l entraineur Jocelyn Gourvennec qui jouit d une grosse cote grace a ses six saisons convaincantes a Guingamp Age de ans Menez qui compte selections buts chez les Bleus la derniere en evoluait depuis deux ans au Milan AC ou il lui restait un an de contrat mais sa derniere saison a ete perturbee par des blessures Forme a Sochaux Menez fait partie de la fameuse generation championne d Europe des U en Alors considere comme un des plus grands espoirs du foot francais il avait par la suite rejoint Monaco de a puis la Roma pendant quatre saisons avant de revenir en France au Paris Saint Germain en Son aventure parisienne avec deux titres de champion a la cle avait pris fin deux ans plus tard pour un retour en Italie au Milan AC Au sein de l equipe lombarde il a realise sa meilleure saison buts inscrits en avant d etre perturbe par des blessures au dos la saison derniere qui l ont prive de sept mois de competition d aout a janvier pour ne disputer que matchs buts "On mets les majuscules en minuscules
contenu <- tm_map(contenu, content_transformer(tolower))## Warning in tm_map.SimpleCorpus(contenu, content_transformer(tolower)):
## transformation drops documentscontenu[1]$content## [1] " l international francais jeremy menez va rejoindre le club de bordeaux en ligue en provenance du milan ac sous reserve de la traditionnelle visite medicale a annonce le club aquitain dimanche menez est la troisieme recrue des girondins apres le milieu de monaco jeremy toulalan et l attaquant guineen de bastia francois kamano bordeaux sort d une pale saison et repart avec des ambitions nouvelles et l entraineur jocelyn gourvennec qui jouit d une grosse cote grace a ses six saisons convaincantes a guingamp age de ans menez qui compte selections buts chez les bleus la derniere en evoluait depuis deux ans au milan ac ou il lui restait un an de contrat mais sa derniere saison a ete perturbee par des blessures forme a sochaux menez fait partie de la fameuse generation championne d europe des u en alors considere comme un des plus grands espoirs du foot francais il avait par la suite rejoint monaco de a puis la roma pendant quatre saisons avant de revenir en france au paris saint germain en son aventure parisienne avec deux titres de champion a la cle avait pris fin deux ans plus tard pour un retour en italie au milan ac au sein de l equipe lombarde il a realise sa meilleure saison buts inscrits en avant d etre perturbe par des blessures au dos la saison derniere qui l ont prive de sept mois de competition d aout a janvier pour ne disputer que matchs buts "On retire les lettres isolés et les mots “vides” tel “quand, comme, hors …”
stopwords_fr <- stopwords("french")
stopwords_fr <- c(stopwords_fr, "a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t",
"u","v","w","x","y","z" )
contenu <- tm_map(contenu, removeWords , stopwords_fr)## Warning in tm_map.SimpleCorpus(contenu, removeWords, stopwords_fr):
## transformation drops documentscontenu[1]$content## [1] " international francais jeremy menez va rejoindre club bordeaux ligue provenance milan ac sous reserve traditionnelle visite medicale annonce club aquitain dimanche menez troisieme recrue girondins apres milieu monaco jeremy toulalan attaquant guineen bastia francois kamano bordeaux sort pale saison repart ambitions nouvelles entraineur jocelyn gourvennec jouit grosse cote grace six saisons convaincantes guingamp age ans menez compte selections buts chez bleus derniere evoluait depuis deux ans milan ac restait an contrat derniere saison ete perturbee blessures forme sochaux menez fait partie fameuse generation championne europe alors considere comme plus grands espoirs foot francais suite rejoint monaco puis roma pendant quatre saisons avant revenir france paris saint germain aventure parisienne deux titres champion cle pris fin deux ans plus tard retour italie milan ac sein equipe lombarde realise meilleure saison buts inscrits avant etre perturbe blessures dos saison derniere prive sept mois competition aout janvier disputer matchs buts "Racinisation (sans retirer le premier espace)
contenu <- tm_map(contenu, stemDocument, "french")## Warning in tm_map.SimpleCorpus(contenu, stemDocument, "french"): transformation
## drops documentscontenu[1]$content## [1] "international franc jeremy men va rejoindr club bordeau ligu proven milan ac sous reserv traditionnel visit medical annonc club aquitain dimanch men troisiem recru girondin apre milieu monaco jeremy toulalan attaqu guineen basti francois kamano bordeau sort pal saison repart ambit nouvel entraineur jocelyn gourvennec jou gross cot grac six saison convainc guingamp age an men compt select but chez bleus dernier evolu depuis deux an milan ac rest an contrat dernier saison ete perturbe blessur form sochal men fait part fameux gener champion europ alor consider comm plus grand espoir foot franc suit rejoint monaco puis rom pend quatr saison avant reven franc paris saint germain aventur parisien deux titr champion cle pris fin deux an plus tard retour ital milan ac sein equip lombard realis meilleur saison but inscrit avant etre perturb blessur dos saison dernier priv sept mois competit aout janvi disput match but"contenu <- tm_map(contenu , stripWhitespace)## Warning in tm_map.SimpleCorpus(contenu, stripWhitespace): transformation drops
## documentscontenu <- tm_map(contenu, content_transformer(gsub), pattern = "^\\s+", replacement = "")## Warning in tm_map.SimpleCorpus(contenu, content_transformer(gsub), pattern = "^\
## \s+", : transformation drops documentscontenu[1]$content## [1] "international franc jeremy men va rejoindr club bordeau ligu proven milan ac sous reserv traditionnel visit medical annonc club aquitain dimanch men troisiem recru girondin apre milieu monaco jeremy toulalan attaqu guineen basti francois kamano bordeau sort pal saison repart ambit nouvel entraineur jocelyn gourvennec jou gross cot grac six saison convainc guingamp age an men compt select but chez bleus dernier evolu depuis deux an milan ac rest an contrat dernier saison ete perturbe blessur form sochal men fait part fameux gener champion europ alor consider comm plus grand espoir foot franc suit rejoint monaco puis rom pend quatr saison avant reven franc paris saint germain aventur parisien deux titr champion cle pris fin deux an plus tard retour ital milan ac sein equip lombard realis meilleur saison but inscrit avant etre perturb blessur dos saison dernier priv sept mois competit aout janvi disput match but"Vectorisation 1000 occurences minimum
dtm <- DocumentTermMatrix(contenu)
minfreq <- findFreqTerms(dtm , 1000)
dtm <- DocumentTermMatrix(contenu, control=list(dictionary = minfreq, weighting= weightTf))
base_modele <- data.frame(as.matrix(dtm))
head(base_modele[1,1:5])## age alor annonc apre attaqu
## 1 1 1 1 1 1Le traitement de text effectué, on re-ajoute les données au tableau en gardant les colonnes qu’on a besoin :
data$content_modif = data.frame(text = sapply(contenu$content, as.character), stringsAsFactors = FALSE)[,1]
mots <-paste(data[data$category =="1", "content_modif"], collapse = "")
print <- substr(mots, start=1, stop=100)
motsFreq <- data.frame(sort(table(strsplit(mots,"\\s+")),decreasing=TRUE))
head(motsFreq)## [1] sort.table.strsplit.mots.....s......decreasing...TRUE.
## <0 lignes> (ou 'row.names' de longueur nulle)#wordcloud2(data = motsFreq[1:500,],minSize = 5, size = 3)
base_modelisation = cbind.data.frame(data, base_modele)
base_modelisation = base_modelisation[,-2]
base_modelisation = base_modelisation[,-2]
#base_modelisationPrésentation des données
Variables à expliquer : culture, economie, planete, politique, societe, sport.
439 Variables explicatives : les mots qui apparaissent plus de 1000 fois.
Nous n’effectuons que la dernière partie d’un projet de Data Science : la modélisation, cette étape constitue 5 à 20% du temps consacré à un ce type de projet.
corrélations
distribution
#summary(base_modelisation)#Modèle Supervisé Apprentissage supervisé: expliquer/prédire une sortie Y à partir d’entrées X Nous devons éviter le sur-apprentissage.
Modèle supervisé pouvant être utilisé : CART , randomforest, régression linéaire
On commence par construire un modèle d’apprentissage, composé de 80% des lignes de base_modelisation.
nb_lignes <- sample(1:nrow(base_modelisation), nrow(base_modelisation)*0.80)Premier modèle
Modélisation : Arbre, algorithme : CART
Le principe est que, tant qu’on a pas atteind la taille minimal de noeuds enfants on recherche un seuil qui permet de séparer le noeud parents en 2 noeuds enfants en maximisant le gain d’impureté*
Gain d’impureté : trouver une def + simple
tree <-rpart(category~. , data = base_modelisation[nb_lignes,], cp=0, minsplit = 10)
visTree(tree)On recherche le cp adapté (à revoir)
Evaluation, matrice de confusion :
p <- predict(tree, newdata=base_modelisation[-nb_lignes,], type= "class")
length(p)## [1] 2000conf <- confusionMatrix(data=p, reference = base_modelisation[-nb_lignes,]$category)
conf## Confusion Matrix and Statistics
##
## Reference
## Prediction culture economie planete politique societe sport
## culture 310 59 44 34 112 45
## economie 37 189 24 46 82 16
## planete 6 15 29 10 30 0
## politique 14 31 18 117 60 3
## societe 40 54 40 70 292 18
## sport 12 7 6 5 5 120
##
## Overall Statistics
##
## Accuracy : 0.5285
## 95% CI : (0.5063, 0.5506)
## No Information Rate : 0.2905
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.4095
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: culture Class: economie Class: planete
## Sensitivity 0.7399 0.5324 0.1801
## Specificity 0.8140 0.8754 0.9668
## Pos Pred Value 0.5132 0.4797 0.3222
## Neg Pred Value 0.9219 0.8966 0.9309
## Prevalence 0.2095 0.1775 0.0805
## Detection Rate 0.1550 0.0945 0.0145
## Detection Prevalence 0.3020 0.1970 0.0450
## Balanced Accuracy 0.7769 0.7039 0.5735
## Class: politique Class: societe Class: sport
## Sensitivity 0.4149 0.5026 0.5941
## Specificity 0.9267 0.8436 0.9805
## Pos Pred Value 0.4815 0.5681 0.7742
## Neg Pred Value 0.9061 0.8055 0.9556
## Prevalence 0.1410 0.2905 0.1010
## Detection Rate 0.0585 0.1460 0.0600
## Detection Prevalence 0.1215 0.2570 0.0775
## Balanced Accuracy 0.6708 0.6731 0.7873AUC
library(ROCR)
library(pROC)## Warning: le package 'pROC' a été compilé avec la version R 4.1.2## Type 'citation("pROC")' for a citation.##
## Attachement du package : 'pROC'## Les objets suivants sont masqués depuis 'package:stats':
##
## cov, smooth, varp1 <- predict(tree, newdata=base_modelisation[-nb_lignes,], type= "prob")
p1 <- p1[,1]
length(base_modelisation[-nb_lignes,]$category)## [1] 2000auc(base_modelisation[-nb_lignes,]$category, p1)## Warning in roc.default(response, predictor, auc = TRUE, ...): 'response'
## has more than two levels. Consider setting 'levels' explicitly or using
## 'multiclass.roc' instead## Setting levels: control = culture, case = economie## Setting direction: controls > cases## Area under the curve: 0.8485Deuxième modèle
Modélisation : Random Forest, algorithme de bagging
Le principe est de créer n arbres non corrélés entre eux puis faire voter chacun d’entre eux.
Pour faire varier un arbre on sélectionne une partie différente des données à chaque noeud et ne construisant des arbres que sur une partie des individus
Ici : - mtry : 20 - nbtree: 500 -
#modele_rf <- randomForest(x=base_modelisation[nb_lignes,-58], y = base_modelisation[nb_lignes,58], ntree=100)
#print(modele_rf)
modele_rf = randomForest(category~. , data=base_modelisation[nb_lignes,], importance = T, ntree = 100)
modele_rf##
## Call:
## randomForest(formula = category ~ ., data = base_modelisation[nb_lignes, ], importance = T, ntree = 100)
## Type of random forest: classification
## Number of trees: 100
## No. of variables tried at each split: 20
##
## OOB estimate of error rate: 34.69%
## Confusion matrix:
## culture economie planete politique societe sport class.error
## culture 1533 79 1 33 139 19 0.1502217
## economie 161 884 7 66 263 20 0.3690221
## planete 142 133 60 36 217 3 0.8984772
## politique 88 108 1 627 274 3 0.4305177
## societe 330 192 5 161 1557 13 0.3104517
## sport 172 24 1 11 73 564 0.3325444plot(modele_rf)
AUC
p1 <- predict(modele_rf, newdata=base_modelisation[-nb_lignes,], type= "prob")
p1 <- p1[,1]
length(base_modelisation[-nb_lignes,]$category)## [1] 2000auc(base_modelisation[-nb_lignes,]$category, p1)## Warning in roc.default(response, predictor, auc = TRUE, ...): 'response'
## has more than two levels. Consider setting 'levels' explicitly or using
## 'multiclass.roc' instead## Setting levels: control = culture, case = economie## Setting direction: controls > cases## Area under the curve: 0.9063